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Fadhel Ayed
Fadhel Ayed
Department of Statistics, University of Oxford
Verified email at some.ox.ac.uk
Title
Cited by
Cited by
Year
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior
F Ayed, J Lee, F Caron
International Conference on Machine Learning 97, 395-404, 2019
92019
A Good-Turing estimator for feature allocation models
F Ayed, M Battiston, F Camerlenghi, S Favaro
Electronic Journal of Statistics 13 (2), 3775-3804, 2019
82019
On consistent and rate optimal estimation of the missing mass
F Ayed, M Battiston, F Camerlenghi, S Favaro
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 57 (3 …, 2021
6*2021
Anomaly detection at scale: The case for deep distributional time series models
F Ayed, L Stella, T Januschowski, J Gasthaus
International Conference on Service-Oriented Computing, 97-109, 2020
52020
Nonnegative Bayesian nonparametric factor models with completely random measures
F Ayed, F Caron
Statistics and Computing 31 (5), 1-24, 2021
4*2021
Consistent estimation of small masses in feature sampling.
F Ayed, M Battiston, F Camerlenghi, S Favaro
J. Mach. Learn. Res. 22, 6:1-6:28, 2021
22021
Regularization in ResNet with Stochastic Depth
S Hayou, F Ayed
Advances in Neural Information Processing Systems 34, 2021
12021
An information theoretic approach to post randomization methods under differential privacy
F Ayed, M Battiston, F Camerlenghi
Statistics and Computing 30 (5), 1347-1361, 2020
12020
The Normal-Generalised Gamma-Pareto process: A novel pure-jump L\'evy process with flexible tail and jump-activity properties
F Ayed, J Lee, F Caron
arXiv preprint arXiv:2006.10968, 2020
12020
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility
H Lee, F Ayed, P Jung, J Lee, H Yang, F Caron
arXiv preprint arXiv:2205.08187, 2022
2022
A Bayesian Nonparametric Approach to Differentially Private Data
F Ayed, M Battiston, G Di Benedetto
International Conference on Privacy in Statistical Databases, 32-48, 2020
2020
Supplementary Material for Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior
F Ayed, J Lee, F Caron
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